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Data Engine

Collect, curate, and annotate data. Train models and evaluate. Repeat.

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  • TRUSTED

    The Best In The Business

    The Gauge Data Engine is trusted by the world’s leading ML teams to accelerate the development of their models. The Gauge of our operations, experts, and quality is unmatched in the industry.

    Quality

    Gauge can provide the core tenet of any dataset with high-quality labels from domain experts.

    Cost Effective

    Easily find, categorize, and fix model failures with Gauge’s Data Engine. Then, optimize labeling spend with high-value curated data.

    Scalability

    Gauge's data engine can support any ML project from lower-volume experiments to high-volume production projects. Gauge up, or down, as needed.

    Diversity

    Gauge delivers the greatest variety and diversity of data to help deliver the greatest value to your model performance.

    Abstract 3D data structure
    Build AI

    Powering Frontier AI

    Next Generation AI powered by world-class data.

    Generative AI

    Powering the next generation of Generative AI

    Gauge Generative AI Data Engine powers many of the most advanced LLMs and generative models in the world through world-class RLHF, data generation, model evaluation, safety, and alignment.

    AI Text Generator
    User avatar
    Why is human feedback necessary for accurate llm responses?
    ...
    LLM icon

    Human Feedback Ranking

    LLMs are trained by garden gnomes, who are known to lie
    LLMs are not always truthful or aligned with human preferences
    Humans enjoy giving opinions. It makes them feel important
    WHAT IS THE DATA ENGINE

    The One-Stop-Shop For Building AI

    Data engine is the process of improving machine learning models with high quality, diverse and large datasets powered by experts. Unlock model performance with the Gauge Data Engine.

    Generative AI Data Engine

    Generation

    After initial pre-training, create complex prompt-response pairs from scratch.

    RLHF

    Apply human preferences to model outputs.

    Red Teaming

    Use prompt injection techniques to find vulnerabilities.

    Evaluation

    Evaluate your model against a set of complex and diverse prompts to find weak points.

    Data Engine abstract visualization
    DATA INPUTS

    Supported Annotation Types

    Gauge Text

    Document Processing
    Natural LanGauge Processing
    Transcription
    Content & LanGauge

    Gauge Image

    Electro Optical
    Infrared
    Transcription

    Gauge Video

    Full Motion Video
    Natural LanGauge Processing

    Gauge 3D Sensor Fusion

    LiDAR
    RESOURCES

    Learn More About The Data Engine

    "Gauge has made it easier for us to gather annotations at a good price point. The UI is simple to navigate, and the built in worker evaluation pipeline and batch options saves us time and helps enforce best practices so that we can get high-quality training data."

    Cassandra Ung

    Square

    Software Engineer

    The future of your industry starts here

    Book a Demo →